The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 22, 2023
Filed:
Jan. 02, 2020
Amazon Technologies, Inc., Seattle, WA (US);
Yahor Pushkin, Redmond, WA (US);
Sravan Babu Bodapati, Bellevue, WA (US);
Rishita Rajal Anubhai, Seattle, WA (US);
Dimitrios Soulios, Seattle, WA (US);
Yaser Al-Onaizan, Cortlandt Manor, NY (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
Techniques for creating a text classifier machine learning (ML) model are described. According to some embodiments, a language processing service finetunes a language ML model on unlabeled documents of a user, and then trains that finetuned language ML model on labeled documents of the user to be a text classifier that is customized for that user's domain, e.g., the user's documents. Additionally, the finetuned language ML model may be trained on labeled documents of the user, for prediction objectives for unlabeled data, before being trained as the text classifier.